pymafft
Python bindings for MAFFT-rs, a Rust reimplementation of the MAFFT multiple sequence alignment tool.
Installation
pip install pymafft
Quick start
import pymafft
# Align protein sequences
result = pymafft.align([
"ACDEFGHIKLMNPQRSTVWY",
"ACDEFHIKLMNPQRSTVWY",
"ACDEHIKLMNPQRSTVWY",
])
for seq in result:
print(f"{seq.name}: {seq.sequence}")
print(f"Alignment width: {result.width}")
Usage
Align from a list of sequences
# Auto-named (seq_1, seq_2, ...)
result = pymafft.align(["ACDEFGHIK", "ACDEFHIK", "ACDHIK"])
# Named sequences
result = pymafft.align([
("human", "ACDEFGHIKLMNP"),
("mouse", "ACDEFHIKLMNP"),
("fish", "ACDEHIKLMNP"),
])
Align from a FASTA file
result = pymafft.align_file("sequences.fasta")
Align from a FASTA string
fasta = ">s1\nACDEFGHIK\n>s2\nACDEFHIK\n"
result = pymafft.align_fasta_string(fasta)
Choose an alignment strategy
# FFT-NS-2: fast default
result = pymafft.align(seqs, strategy="fftns2")
# G-INS-i: global iterative (accurate, for globally alignable sequences)
result = pymafft.align(seqs, strategy="ginsi")
# L-INS-i: local iterative (most accurate for <200 sequences)
result = pymafft.align(seqs, strategy="linsi")
# E-INS-i: generalized affine (for sequences with large internal gaps)
result = pymafft.align(seqs, strategy="einsi")
# FFT-NS-i: progressive + iterative refinement
result = pymafft.align(seqs, strategy="fftnsi", maxiterate=100)
# --auto: let MAFFT pick from the number and length of the sequences
result = pymafft.align(seqs, strategy="auto")
CLI-equivalent options
Every keyword is one mafft-rs command-line flag, applied by the CLI's own
flag layer, so the result is byte-identical to the command line's for the
same flags.
# `mafft --auto --adjustdirection --thread 1 --nuc` over in-memory records
result = pymafft.align(genes, strategy="auto", adjust_direction=True,
threads=1, seq_type="nuc")
# Substitution matrix and gap penalties (`--bl 50 --op 1.0 --ep 0.2`)
result = pymafft.align(seqs, scoring="bl50", gap_open=1.0, gap_extend=0.2)
# Guide-tree order output, one more tree rebuild
result = pymafft.align(seqs, reorder=True, retree=3)
# Progress lines (the CLI's stderr) to a callable; quiet by default
result = pymafft.align(seqs, strategy="auto", progress=print)
# Any other flag, verbatim
result = pymafft.run(["--nofft", "--maxiterate", "2", "--quiet"], seqs)
Failures raise pymafft.MafftError (a ValueError) with the CLI's exit
code in .code and stderr text in .message, e.g. Illegal character U
for a residue outside the alphabet. Nucleotide output is lowercase and
protein output uppercase, as with C MAFFT.
Work with results
result = pymafft.align(["ACDEFGHIK", "ACDEFHIK"])
# Access sequences
result.nseq # number of sequences
result.width # alignment width (columns)
result[0].name # sequence name
result[0].sequence # aligned sequence (with gaps)
result[0].ungapped() # sequence without gaps
# Export
result.to_fasta() # FASTA-formatted string
result.to_tuples() # list of (name, sequence) tuples
result.to_biopython() # Bio.Align.MultipleSeqAlignment (Biopython imported lazily)
# Iterate
for seq in result:
print(seq.name, len(seq))
Supported strategies
| Strategy | Flag | Description |
|---|---|---|
fftns2 |
default | Fast progressive alignment |
fftnsi |
--maxiterate N |
Progressive + iterative refinement |
ginsi |
--globalpair |
Global iterative (accurate) |
linsi |
--localpair |
Local iterative (most accurate for <200 seqs) |
einsi |
--genafpair |
Generalized affine (large internal gaps) |
auto |
--auto |
Chosen from sequence count and length |
License
- Rust code: MIT
- Original MAFFT algorithm: BSD-3-Clause
Based on MAFFT by Kazutaka Katoh.
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